中文版 | English

在结果中检索

CASIA OpenIR

浏览/检索结果: 共8条，第1-8条 帮助

限定条件        
已选(0)清除 条数/页：   排序方式：
Rethinking Pretraining as a Bridge From ANNs to SNNs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:  Lin, Yihan;  Hu, Yifan;  Ma, Shijie;  Yu, Dongjie;  Li, Guoqi
收藏  |  浏览/下载：201/0  |  提交时间：2023/03/20
Training  Task analysis  Neurons  Pipelines  Artificial neural networks  Feature extraction  Transfer learning  Event-driven dataset  neural network (NN) analysis  pretraining technique  spiking NN (SNN)  transfer learning  
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
收藏  |  浏览/下载：200/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
General spiking neural network framework for the learning trajectory from a noisy mmWave radar 期刊论文
Neuromorphic Computing and Engineering, 2022, 卷号: 2, 期号: 3
作者:  Liu,Xin;  Yan,Mingyu;  Deng,Lei;  Wu,Yujie;  Han,De;  Li,Guoqi;  Ye,Xiaochun;  Fan,Dongrui
收藏  |  浏览/下载：55/0  |  提交时间：2023/05/31
millimeter wave radar  spiking neural networks  attention mechanism  model robustness  trajectory estimation  
Information evolution in complex networks 期刊论文
CHAOS, 2022, 卷号: 32, 期号: 7, 页码: 21
作者:  Tian, Yang;  Li, Guoqi;  Sun, Pei
收藏  |  浏览/下载：127/0  |  提交时间：2023/03/20
Modeling learnable electrical synapse for high precision spatio-temporal recognition 期刊论文
NEURAL NETWORKS, 2022, 卷号: 149, 页码: 184-194
作者:  Wu, Zhenzhi;  Zhang, Zhihong;  Gao, Huanhuan;  Qin, Jun;  Zhao, Rongzhen;  Zhao, Guangshe;  Li, Guoqi
收藏  |  浏览/下载：154/0  |  提交时间：2022/07/25
Electrical synapse  coupling  Leaky-integrate-and-fire model  Spatio-temporal information  Bio-plausible neuronal dynamics  
Spatiotemporal Input Control: Leveraging Temporal Variation in Network Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 635-651
作者:  Yihan Lin, Jiawei Sun, Guoqi Li, Gaoxi Xiao, Changyun Wen, Lei Deng, H. Eugene Stanley
Adobe PDF(11820Kb)  |  收藏  |  浏览/下载：137/13  |  提交时间：2022/03/09
Complex network,complex system control theory,complex system optimization,temporal network,time-varying system  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
作者:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
Adobe PDF(2300Kb)  |  收藏  |  浏览/下载：216/39  |  提交时间：2021/11/03
Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
Adobe PDF(6780Kb)  |  收藏  |  浏览/下载：10/2  |  提交时间：2024/04/23
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey